Feature Store for Machine Learning: The Beginner's Guide (+Feast)
In this video, we will observe the feature store as a concept, take a look at Feast as a concrete implementation and make appropriate conclusions. Special thanks to Sergey Kazantsev. #featurestore #machinelearning #feast Materials: / feature-store-101 https://www.featurestore.org/what-is-... https://developers.google.com/machine... https://docs.feast.dev/ 00:00-00:34 Intro 00:34-01:55 What is a feature? 01:55-02:27 Feature engineering 02:27-03:10 Feature stores in ML 03:10-03:50 Feature store applications 03:50-04:40 An example 04:40-05:05 Benefits 05:05-05:37 Types 05:37-07:10 How to integrate feature store in your system 07:10-07:52 Feast 07:52-09:07 Feast architecture 09:07-09:27 Feast materialize 09:27-09:58 Other components 09:58-10:30 Conclusions 10:30-11:01 Like and Subscribe
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